bioRxivGeneticsPreprint
Multivariate Genome-wide and integrated transcriptome and epigenome-wide analyses of the Well-being spectrum.
Bart M. L. BaselmansiD, Rick JanseniD, Hill Fung IpiD, Jenny van DongeniD, Abdel AbdellaouiiD, Margot P. van de WeijeriD, Yanchun BaoiD, Melissa SmartiD, Meena Kumari BiD, Gonneke A. H. M. WillemseniD, Jouke‐Jan HottengaiD, Eco J. C. de GeusiD, Dorret Irene BoomsmaiD, Michel Guillaume NivardiD, Meike BartelsiD
Abstract
Phenotypes related to well-being (life satisfaction, positive affect, neuroticism, and depressive symptoms), are genetically highly correlated (| rg | > .75). Multivariate genome-wide analyses (Nobs = 958,149) of these traits, collectively referred to as the well-being spectrum, reveals 63 significant independent signals, of which 29 were not previously identified. Transcriptome and epigenome analyses implicate variation in gene expression at 8 additional loci and CpG methylation at 6 additional loci in the etiology of well-being. We leverage an anatomically comprehensive survey of gene expression in the brain to annotate our findings, showing that SNPs within genes excessively expressed in the cortex and part of the hippocampal formation are enriched in their effect on well-being.
- organism: human
- assay: whole-genome sequencing
- assay: bulk RNA-seq
- assay: DNA methylation
- research focus: gene regulatory network inference
- research focus: differential expression
- approach: statistical model
- Citations
- 9
Reproducibility ledger
Nobody has reported trying to reproduce this paper yet. Did you replicate an experiment or run the code? Your report saves the next lab a week.
Sign in to file a reproducibility report.
Related papers
- Genetic Associations with Subjective Well-Being Also Implicate Depression and Neuroticism
Aysu Okbay, Bart M. L. Baselmans, … Social Science Genetic Association Consortium·bioRxiv·Nov 24, 2015
- Distinguishing Happiness and Meaning in Life from Depressive Symptoms: a GWAS-by-subtraction study in the UK Biobank
Lianne P. de Vries, Perline Demange, … Meike Bartels·American Journal of Medical Genetics Part B Neuropsychiatric GeneticsPeer-reviewed·Jul 12, 2023
- A Genome-Wide Association Analysis of Happiness: Consistent Genetic Effects Across the Lifespan and Across Genetic Ancestries in Multiple Cohorts.
Joey Ward, Laura M. Lyall, … Jill P. Pell·bioRxiv·Apr 5, 2022
- 116 independent genetic variants influence the neuroticism personality trait in over 329,000 UK Biobank individuals.
Michelle Luciano A, Saskia P. Hagenaars, … Ian J. Deary·Nature GeneticsPeer-reviewed·Dec 15, 2017
- A genome-wide investigation into the underlying genetic architecture of personality traits and overlap with psychopathology.
Priya Gupta, Marco Galimberti, … Daniel F. Levey·Nature Human BehaviourPeer-reviewed·Aug 12, 2024
- Multi-tissue probabilistic fine-mapping of transcriptome-wide association study identifies cis-regulated genes for miserableness
Calwing Liao, Veikko Vuokila, … Guy Armand Rouleau·bioRxiv·Jun 26, 2019